ServiceWhy: an agent that explains why a restaurant night went wrong. Planner, Investigator, Verifier and Writer over Zetaris federated SQL, Meterless World Model and Nightshift. No receipt, no claim. Synthetic data.
Explainable EUDR deforestation investigator: five agents gather and attack the evidence, fixed rules decide, every verdict re-derives offline. Zetaris, Meterless (World Model, H-MEM, Scout, Nightshift), NVIDIA Nemotron.
Turn recurring AI agent workflows into verified, portable skills you can inspect and reuse.
ZeroBleed: a need-to-know context broker for agentic decisions. Zetaris + Meterless Markovian + Nightshift + NVIDIA Nemotron. Open Agent Hackathon 2026, Track 03.
AI growth agent for indie app developers: proposes prioritized growth actions with SQL-backed claims, checked by an independent Critic. Built with Strands Agents SDK, Zetaris, Meterless Nightshift / H-MEM, and NVIDIA Nemotron.
🩺 Query Doctor — agents diagnose slow SQL on Zetaris and keep a rewrite only when execution shows the same rows, measurably faster
Ask why a number moved: four agents investigate revenue changes across an ERP and CRM federated in Zetaris, cite the SQL behind every claim. Nemotron via Meterless Nightshift, memory in Meterless H-MEM. Open Agent Hackathon 2026, Track 2.
Agent team that finds red flags in public procurement data, then argues each one away before showing it. Zetaris · Meterless H-MEM · Nemotron.
AI investigator for product-safety defects: finds the root cause, proves every other explanation wrong with stratified statistics, and quarantines only the affected units. Live at traceon.netlayerlabs.com. NVIDIA Nemotron via Meterless Nightshift, Zetaris, Meterless H-MEM.
Agents that explain why gross margin moved, with every claim traced to rows in GL, AP, sales and bank through Zetaris. Open Agent Hackathon 2026, Track 02.
Platelets that reach the right hospital on time. Reads every hospital's live stock through Zetaris and never moves a unit its own record no longer supports.
Ask why a number moved: four agents investigate revenue changes across an ERP and CRM federated in Zetaris, cite the SQL behind every claim. Nemotron via Meterless Nightshift, memory in Meterless H-MEM. Open Agent Hackathon 2026, Track 2.
Allergen clearance and recall watch for online grocers: every decision cited, every release signed. Open Agent Hackathon 2026, Track 3.
Before you send, CheckAm. Multi-agent scam check and campaign intelligence for Cameroon (Zetaris + Meterless + NVIDIA Nemotron).
Ask why your electricity bill changed. An agent that splits the change exactly, tests 11 causes on Zetaris-federated data, and answers with NVIDIA Nemotron via Meterless Nightshift; every figure traced to its query. Open Agent Hackathon 2026, Track 02.
Cleris, the MRO clearance assistant: a multi-agent decision brief for turbofan engine maintenance, with every number checked by code. Open Agent Hackathon 2026, track The Agent That Can Explain Why.
An agent that explains why a US electric utility's revenue changed: weather, industry-wide and company-specific parts, with every number cited to the Lightning SQL that produced it. Open Agent Hackathon 2026, Track 2.
Cross-border inflation agent for exporters: official statistics registered in Zetaris at run time, NVIDIA Nemotron via Meterless Nightshift, H-MEM memory. Open Agent Hackathon 2026, Track 01.
Teger Trace Agent — Explainable AML wire investigation agent powered by NVIDIA Nemotron, Meterless & Zetaris (GenAI.works Open Agent Hackathon 2026 · Track 02)
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